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In this article we aim at introducing an algorithm designed to extract recurrent navigation behaviours within CISMeF, a catalogue of Health Resources. We propose to use the data structure called tree suffixes, applied to the log files collected from CISMeF. At the same time, we are interested in the identification of resources relevant to a query by building a set of resources syntactically and semantically close to the resources visited during the user navigation. The idea is, when consulting one or more resources, to propose a list of ressources that could contain the information sought by the user.